I propose to consider the logistic regression on the example of сats and dogs recognition.
I'm not looking for a big accuracy. This ia an example how logistic regression works. Just for fun.
You need kaggle dataset from here: https://www.kaggle.com/c/dogs-vs-cats/data
Put data-files in test1/
and train/
.